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heavy ball momentum

7 papers

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Co-occurring keywords · papers mentioning both

convergence analysis (3) stochastic gradient descent (3) implicit regularization (2) quadratic convex objective (1) momentum parameter (1) descending warmup (1) primal-dual convergence (1) hypergradient descent (1) local superlinear convergence (1) alternating update schemes (1)

Papers

Continuous-Time Analysis of Heavy Ball Momentum in Min-Max Games ICML 2025 Provable and Practical Online Learning Rate Adaptation with Hypergradient Descent ICML 2025 Exploring the Inefficiency of Heavy Ball as Momentum Parameter Approaches 1 IJCAI 2024 Implicit regularization in Heavy-ball momentum accelerated stochastic gradient descent ICLR 2023 Heavy Ball Momentum for Conditional Gradient NeurIPS 2021 A Stochastic Derivative Free Optimization Method with Momentum ICLR 2020 Understanding the Role of Momentum in Stochastic Gradient Methods NeurIPS 2019